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ICML
2010
IEEE
13 years 11 months ago
2010
IEEE
We propose a novel dependent hierarchical Pitman-Yor process model for discrete data. An incremental Monte Carlo inference procedure for this model is developed. We show that infe...
AUTOMATICA
2008
13 years 11 months ago
2008
This paper proposes a disturbance-based control parametrization under the Model Predictive Control framework for constrained linear discrete time systems with bounded additive dis...
EM
2010
13 years 5 months ago
2010
We propose a modification of the predictions of the Cohen
MSR
2009
ACM
14 years 5 months ago
2009
ACM
Defect prediction is an important task in the mining of software repositories, but the quality of predictions varies strongly within and across software projects. In this paper we...
COLT
2004
Springer
14 years 4 months ago
2004
Springer
We give the first polynomial time prediction strategy for any PAC-learnable class C that probabilistically predicts the target with mistake probability poly(log(t)) t = ˜O 1 t w...